SAEBench: A Comprehensive Benchmark for Sparse Autoencoders in Language Model Interpretability

Adam Karvonen , Can Rager , Johnny Lin , Curt Tigges , Joseph Isaac Bloom , David Chanin , Yeu-Tong Lau , Eoin Farrell , Callum Stuart McDougall , Kola Ayonrinde , Demian Till , Matthew Wearden , Arthur Conmy , Samuel Marks , Neel Nanda